Unverified50% confidenceFactExact time
Large models (such as Qwen, DeepSeek) cannot perceive or change the external environment; for example, they cannot save code to a file themselves or view local project files.
1
Sources
50%
Confidence
Long-term
Relevance
10/31/2026
First Seen
Sources
From Principles to Practice: A Complete Guide to Understanding AI Agents and the ReAct Pattern
bilibiliCVPR论文10/31/2026
Related Entities
Related Claims
UnverifiedOrdinary large model products (such as Doubao) can analyze problems and generate solutions, but cannot enter the user's computer environment, and cannot access local files, call software, or execute commands.68% similarUnverifiedOrdinary large models (such as Doubao) can generate solutions and code but cannot directly operate local files or execute commands.68% similarUnverifiedConversational large models (such as Doubao, ChatGPT, DeepSeek) cannot access the user's local disk and cannot call local tools, and can only give plans rather than execute tasks.68% similarUnverifiedOrdinary conversational large models can only generate plans and text, and cannot directly read files, invoke software, or execute commands.68% similarUnverifiedIt is recommended not to point the DeepSeek Harness workspace at the source code repository itself, but instead create an independent directory to prevent Agent misoperations from affecting the project source code68% similar
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